Title :
On model quality evaluation of stable LTI systems
Author :
Beheshti, Soosan ; Dahleh, Munther A.
Author_Institution :
MIT, USA
Abstract :
The problem of quantifying the error in estimation of low-complexity models for stable linear time-invariant (LTI) systems is investigated. We elaborate on the advantages of implementing a new method for order selection of the model class
Keywords :
computational complexity; identification; linear systems; modelling; stability; estimation error quantification; low-complexity models; model quality evaluation; stable LTI systems; stable linear time-invariant systems; Additive noise; Control system synthesis; Convergence; Error correction; Noise measurement; Robust control; State estimation; System identification; Upper bound; Vectors;
Conference_Titel :
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6638-7
DOI :
10.1109/CDC.2000.914216
